A camouflage field trial experiment was conducted. For the experiment several targets were deployed along tree lines and in an open field. Some of the vehicles were deployed with a variety of camouflage nets, while others were left uncovered. Unobstructed target panels were also deployed and served as calibration targets. During the trial, CSIR Defence, Peace, Safety and Security acquired both airborne and spaceborne (QuickBird, Spot 5 and Radarsat 1) imagery over the trial sites, and conducted extensive calibration and ground truthing activities in support of these acquisitions. This study further describes the processing that was done after acquisition of the datasets. The goal was to determine the best image processing techniques to use for effective camouflage detection